Data-analysis and data-science projects, completed during my studies at Yandex Practicum "Data Science Specialist" course (some part of those projects).
| Project's name | Description and topics covered | Main used libs |
|---|---|---|
| Comments classification with BERT | Needed to determinе texts tonality? We're here to help. #NLP #embeddings #BERT #huggingface |
pytorch, transformers |
| Users activity prediction and analysis | Customer's activity prediction, segmentation and analysis of the selected group. #pipelines #GridSearch #Shap-values |
pandas, scikit-learn, seaborn, phik, shap |
| Linear models: cows and milk taste | We will solve regression and classification tasks, predicting milk yield and taste of milk. #correlation_analysis #confusion_matrix #recall-precision_tradeoff #OneHotEncoder |
pandas, scikit-learn, matplotlib, seaborn |
